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The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community The Transformative Effects of Technology in Healthcare Settings: Examples from the Field Cathy Gurgol, MS Program Officer, Addressing Disparities Beth Kosiak, PhD Senior Program Officer, Improving Healthcare Systems Penny Mohr, MA Senior Program Officer, Improving Healthcare Systems October 7, 2015
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Page 1: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

The 2015 PCORI Annual Meeting:

Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

The Transformative Effects of

Technology in Healthcare Settings:

Examples from the Field

Cathy Gurgol, MS

Program Officer, Addressing Disparities

Beth Kosiak, PhD

Senior Program Officer, Improving Healthcare Systems

Penny Mohr, MA

Senior Program Officer, Improving Healthcare Systems

October 7, 2015

Page 2: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Overview of PCORI’s Telehealth Portfolio

2

Page 3: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Presenters

• Discussant: Wendy Nilsen, PhD, Program Director, National Science Foundation

• Panelists:

– Tumaini Coker, MD and Pamela Guadarrama

– Sheridan Miyamoto, PhD; Madan Dhamar, PhD; Mike Lawson

– Renee Pekmezaris, PhD, Lawrence Murray

– Richard Katz, MD; Anita Brown; Tim Mavritte

3

Page 4: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Overview

4

Telehealth(or telemedicine)

Page 5: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Projects Across PCORI Science

5

N=20

0 1 2 3 4 5 6 7 8 9

CDR

IHS

APDTO

AD

Science Program Funded Projects

Number of Projects

Pro

gram A

rea

Page 6: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Condition Categories

6

Page 7: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Population Focuses

7*Not mutually exclusive

Page 8: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Portfolio Summary

8

10 studies use mobile phones as the mode of care delivery. o 2 studies do so through phone calls o 6 studies use mobile smartphone appso 2 studies use a text messaging platform

5 studies use virtual video conferencing/counseling.

13 studies use web-based portals accessible by a multitude of devices (computers, smartphones, and tablets.)

3 studies develop and implement connected data network portals.

3 studies implement an EMR provider alert algorithm tool.

Across PCORI, 20 studies incorporate technology into their interventions:

Page 9: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Mode of Telehealth Delivery

9

*Not mutually exclusive

10

5

13

3 3

0

2

4

6

8

10

12

14

Mobile phones Video intervention Web-basedintervention

Connected datanetwork portal

EMR alert tool

Page 10: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Care Delivery

10

9

5 5

17

0

2

4

6

8

10

12

14

16

18

Clinical support

Health worker support

Remote data collection

Monitoring (self- or clinician-

monitoring of health)

Bashshur B, Shannon G, Krupinski E, Grigsby J. The taxonomy of telemedicine. Telemed E Health. 2011; 17(6):484-94.

Page 11: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Thank you

11

Page 12: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

The 2015 PCORI Annual Meeting:

Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

A Patient-Centered

Tele-Behavioral Health Intervention

for Medicaid-Insured Children

Tumaini R. Coker, MD, MBAAssistant Professor of Pediatrics, Mattel Children’s Hospital UCLAAssociate Director, Health Services Research, UCLA Children’s Discovery & Innovation Institute

Pamela Guadarrama, BSTelehealth Care Coordinator, Northeast Valley Health Corporation

October 6-8, 2015

Page 13: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Study Overview

13

Purpose of Study

Study Design

Community Partner Engagement

Study Progress

Page 15: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Study Design

• Year 1– Intervention development

– Project Working Group process

• Years 2-3– Cluster RCT

– 6 clinical sites of an FQHC and 2 partnered mental health clinics

– Medicaid-insured children

– Primary outcome: Access

Page 16: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Components of Telehealth Intervention

Real-Time Videoconference

Patient Visit

Clinical Educational

Sessions with Clinicians

Clinician Communication

and Patient Coordination

Page 17: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Intake and Therapy

PCP Referral

Parent connects to MHC

Psychiatry Management

Psychiatry Evaluation

MHC Eligibility Screening Process

Transfer back to

PCP

Page 18: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Intake and Therapy

PCP Referral

Parent connects to MHC

Psychiatry Management

Psychiatry Evaluation

MHC Eligibility Screening Process

Transfer back to

PCP

1

Unfamiliarity with MHCPoor understanding of services

Page 19: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Intake and Therapy

PCP Referral

Parent connects to MHC

Psychiatry Management

Psychiatry Evaluation

MHC Eligibility Screening Process

Transfer back to

PCP

1

2

Phone number instabilityCold calls from MHCTiming of call from MHC

Page 20: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Intake and Therapy

PCP Referral

Parent connects to MHC

Psychiatry Management

Psychiatry Evaluation

MHC Eligibility Screening Process

Transfer back to

PCP

1

2

3

PCP comfortPCP-Specialty CommunicationBack-up support for PCP

Page 21: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Intake and Therapy

PCP Referral

Parent connects to MHC

Psychiatry Management

Psychiatry Evaluation

MHC Eligibility Screening Process

Transfer back to

PCP

1

2

3

Video Orientation

Page 22: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Intake and Therapy

PCP Referral

Parent connects to MHC

Psychiatry Management

Psychiatry Evaluation

MHC Eligibility Screening Process

Transfer back to

PCP

1

2

3

Telehealth Eligibility Screening

Page 23: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Intake and Therapy

PCP Referral

Parent connects to MHC

Psychiatry Management

Psychiatry Evaluation

MHC Eligibility Screening Process

Transfer back to

PCP

1

2

3

Telehealth Collaboration:

Educational Webinars

Case-based Transfer Sessions

Weekly Mini-rounds

Page 24: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Impact of Community Engagement

• Initial access for patients

• Primary care support (the carve out)

• Transfer cases/mini-rounds

• Family advocate/Telehealth care coordinator role

• Evaluation design

24

Page 25: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Study Progress

25

Year 1

• Development

Year 2• Implementation

Year 3• Evaluation

Development

Page 26: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Community Partner Participation

26

Partner Contribution

Overall Experience

Page 27: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Telehealth Care Coordinator

• Telehealth care coordinator role

– Referral process

– Family advocacy

• Parent experiences

– Telehealth screening visits

– Response to technology

– Telehealth developmental/behavioral specialty visits

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Page 28: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

The 2015 PCORI Annual Meeting:

Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Thank You!Tumaini R. Coker, MD, MBAAssistant Professor of Pediatrics, Mattel Children’s Hospital UCLAAssociate Director of Health Services Research, UCLA Children’s Discovery & Innovation Institute

Pamela Guadarrama, BSTelehealth Care Coordinator, Northeast Valley Health Corporation

Page 29: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

The 2015 PCORI Annual Meeting:

Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Patient and Provider Engagement and

Empowerment Through Technology (P2E2T2)

Program to Improve DiabetesCo-Investigators Patient Advisory Board MemberSheridan Miyamoto Mike Lawson Madan Dharmar

Principal Investigator: Heather Young

October 7, 2015

Page 30: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Patient Engagement: Changing the Conversation

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Page 31: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Project Goal and Specific Aims

Goal: Develop and evaluate an innovative program that uses nurse

health coaching with motivational interviewing techniques paired with

wireless sensor and mobile health (mHealth) technology.

Aim 1: Refine and finalize the intervention elements (nurse coaching,

wireless sensor technology and mHealth framework, relevant

outcomes) with stakeholders

Aim 2: Integrate patient-generated goals and sensor data into a

mHealth dashboard linked back into the clinical record

Aim 3: Evaluate the effectiveness of the P2E2T2 Program

on diabetes self-management

31

Page 32: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Are we on the right track?

“I feel like if someone took the time then [say] ‘Oh, this is what you’re doing during the day. Here’s where you need to improve.’ That would be wonderful.”

“Well, I think it would be a great idea for my doctor and anybody tied to my care to be able to have that information just for the simple fact of okay, this is what you’re doing, you know, maybe we need to adjust your medications.”

“If I could see a pattern, maybe it’s not exercising or maybe it is stress or maybe I was, you know, on medication, that would -- the logical side of me would respond to that. Those are facts.”

32

Page 33: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

DATA MEANING

STEP

S

You have trouble meeting your activity goals on Mondays and Tuesdays. What happens on those days? What changes might you make?

Activity levels seem to be linked to your sleep quality at night.

Certain night time meals and alcohol intake appear to impact sleep quality and mood

Your blood pressure has improved due to changes you have made to your diet and activity in the past 3 months!

Page 34: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Patient Partner Participation

• The role patient advisors have played

– Language, Non-clinical perspectives, Influence the provider's perspectives

• Dissemination of program findings

• Volunteering Beyond Board Role

– Subject recruiting

– Newsletter for program

– Device testing

Page 35: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Study Design

Site: UC Davis Primary Care Clinics

Comparing P2E2T2 Program to Chronic Disease Management

Sample: 150 per study arm (300 total)

Primary Outcome: Self-efficacy, HgbA1C

Secondary Outcome: Readiness to Change, Quality of Life

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Page 36: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Patient Generated Data Integration to EHR

36

UCDHS

Portal

UCDHS

Patient

Epic Chronicles

Epic ClarityEpic

Hyperspace

MyChart

3rd party

Managed

authentication

Patient Generated

Health Data

Visualization – Dashboard

PCP/Nurse Coach/Care

Team

Raw responses

stored for analysis Enables

research and

other

analytical

capabilities

UCDHS

Provider

“Actionable” summary

information within Epic

Visualization – Dashboard

Patient

Page 37: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Patient Generated Data Integration to EHR

Page 38: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

How will we know if this is successful?

“Just your A1C improving. You know, really when it's all said and done,

that's your report card.”

“Betterment of your health”

“Seeing improvement in your results”

“Knowing I’m doing something right in the process of getting to better

health”

38

Page 39: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Potential for Broader Impact

+ +

Advisory Board:• Patients• Providers• Technology Thought-

Leaders• Implementers

2 PCCs UC Davis

17 PCCs UC Davis

Page 40: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Investigators:

Heather Young (Principal Investigator)

Jay Han (Co-Principal Investigator)

Yajarayma Tang-Feldman

Thomas Balsbaugh

Bridget Levich

Sarina Fazio (Project Manager)

Patient Advisory Board:

Margaret Hitchcock

Mike Lawson

Diane Goodman

Maria Ibarra

Tarunesh Singh

Eric Bowser

Joe McCarthy

Acknowledgement

Provider Advisory Board:

Tom Balsbaugh, MD

Patrick Romano, MD, MPH

Richard Kravitz, MD, MPH

Victor Baquero, MD

Deborah Greenwood, PhD, RN (Sutter Health)

Antonio (Ben) Balatbat, MD (Dignity Health)

Jonalyn Wallace, RN, MSN

Prasanth Suramprudi, MD

Bridget Levich, RN, MSN

Barbara Pelletreau, RN, MPH (Dignity Health)

Kameka Brown, MD (Veterans Affairs)

Collaborators:

UC Davis Clinical and Translational Science Center

UC Davis Primary Care Clinics

Initiative for Wireless Health and Wellness Program

Center for Information Technology Research in the Interest

of Society

Technology Advisory Board:

Mike Minear (CIO)

Kent Anderson, MS

Nick Anderson, PhD

Suresh Ram, MS

Scott MacDonald, MD

Amit Pande, PhD

Nina Amenta, PhD

Thomas Nesbitt, MD, MPH

Mike Hogarth, MD

Steven Chan, MD, MBA

Dan Weberg, PhD, MHI, RN

Jana Katz-Bell, MPH

Tod Stoltz, MBA

Kwan-Liu Ma, PhD

Matthew Lange, PhD

David Lindeman, PhD

Page 41: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

The 2015 PCORI Annual Meeting:

Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Thank You!Sheridan Miyamoto, Madan Dharmar,

Mike Lawson

Patient and Provider Engagement and Empowerment Through Technology (P2E2T2) to Improve Health in Diabetes

Page 42: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Telehealth Self-Management in Older

Adults Living with Heart Failure in

Health Disparity Communities

42

Renée Pekmezaris, PhDPrincipal Investigator

Vice President, Community Health & Health Services ResearchAssociate Professor

Departments of Medicine & Population HealthHofstra North Shore-LIJ School of Medicine

Lawrence F. Murray, LMSWChairman, Community Advisory Board

Page 43: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Investigators

CollaboratorsChristian Nouryan, MAMartin L. Lesser , PhD Deborah Ahern, NP*

Kathleen Pecinka, RN, MSNAmgad Makaryus, MD*

Stacy Castillo, RN*Lorinda Bauer, MBA*

Tito Orona*Site: Nassau University Medical Center

Renée Pekmezaris, PhD

Paola DiMarzio, PhD, MPH

Rebecca Schwartz, PhD

Page 44: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Study Purpose & Methods

To employ a mixed methods approach to:

• Assess patient acceptance and usability of Telehealth Self-Monitoring (TM) program in African American and Latino health disparity patients with CHF (NYHA class 1-3) (Aim 1).

• Directly compare TM to standard of care in our target population (Aim 2).

44

Page 45: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

45

Aim 1: Acceptability & Usability

Adaption Process

Original Evidence-Based TM Intervention

Components

- Daily Vital

signs upload

by patient for

clinician

review

- Weekly virtual

clinician visits

Community Advisory Board Adaptions

- CAB Focus Group 1

- CAB Theater Testing

- CAB Focus Group 2

Pilot Study Patient Adaptions

Final

Adapted TM

Intervention

Reassure

undocumented

patients, font

size,

translation

Identification of

“On the

Ground” Issues

- Focus Group: direct user feedback

Page 46: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

46

Aim 2: Directly compare TM to SOC in our target

population

RCTComparators

TM: 1) Daily Vital Signs

2) Weekly video visit with HF nurse

SOC:

HF clinic visits for uninsured &/or care as

reimbursed by Medicare

Sample Size

104

Outcomes

1) Hospital utilization (primary)

2) ER utilization,

3) Quality of Life (Minnesota LWHF

Questionnaire)

Page 47: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Technology

47

Pulse Oximeter Stethoscope w/ Head Phones Digital Scale

Page 48: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Patient Engagement Plan:

CHF Community Advisory Board

• Patients and Caregivers– Four Patients– Two Caregivers

• Patient Advocates– Health Access Specialist– Retired Deputy Commissioner of

Health and Patient Advocate– Telehealth Installation and

Patient Orientation Specialist– Hispanic Community Leader– Former Commissioner of Health

• Health Care Practitioners– Geriatric and Chronic Care

Management Expert– Heart Failure Expert– Telehealth Nurse– Pharmacist

• Health Policy and Finance– Policy Expert– Payor Expert– Health Law Expert

• Disparities Expert– Health Disparities Expert– Social Disparities Expert

48

Page 49: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Impact

49

Improved health outcomes for AA & Latino disparity patients

Potential for the study to have broad impact/uptake across the health care system

Nationwide, providers & insurers are struggling to identify ways to reduce

heart failure readmissions

Improved access, especially for older disparity patients, who are more likely to have transportation, financial & caregiver issues

Reduced hospital utilization & better quality of life, due to timely exacerbation identification & quick response

Improved self-efficacy, as weekly clinician televisits involve patients in their care management process

Page 50: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

A Word About Comparators

& Technology

50

Great variation in the telehealth literature

Two major considerations: comparators and technology

Page 51: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

A Word About Comparators

51

The majority of telehealth studies examine outcomes (eg, hospitalizations) after discharge, when patients frequently receive home care

Most telehealth studies describe their control comparators as “usual care”, in which patients frequently receive home care

Home care is a strong transitional care intervention to prevent CHF readmissions

If we are comparing live nursing visits in home care to live nursing visits in telemonitoring , do we really expect to see a difference?

Feltner et al 2014 Systematic Review & Meta Analyses ofTransitional care interventions

FAVORABLE toward intervention AGAINST intervention

Page 52: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

A Word About Technology

52

Great variation in telehealth interventions

Great variation in the literature re: telehealth efficacy

Page 53: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

A Word About TechnologyKitsiou et al 2015 Technology-Specific Overview of

Home Telemonitoring Systematic Reviews

53

Page 54: The Transformative Effects of Technology in Healthcare ... · The 2015 PCORI Annual Meeting: Progress in Building a Patient-Centered Comparative Clinical Effectiveness Research Community

Thank you

[email protected]

54


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